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Kevin Pek

Kevin Pek

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location of Kevin PekSingapore

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  • Timeline

  • About me

    Final Year Data Science & Computer Science at NUS

  • Education

    • Stanford University

      2023 - 2023
      International Honors Program Computer Science

      Courses:CS221 Artificial Intelligence: Principles and TechniquesCS161 Design and Analysis of Algorithms

    • National University of Singapore

      2021 - 2025
      Bachelor's degree Data Science and Analytics, Computer Science Expected First Class Honors, Awarded Dean's List for Y2S1

      Activities and Societies: \ AY23/24: - Head of Technology at NUS DSC AY22/23: - Software engineer at NUS DSC AY21/22: - Honorary General Secretary for NUS Rovers - Marketing Executive for NUS Science Club Alumni Relations Committee - Volunteer Tutor at CharITeach - Game Developer at NUS Games Development Group Project Dev

    • Hwa Chong Institution

      2013 - 2018

  • Experience

    • Singapore Armed Forces (SAF)

      Jan 2019 - Nov 2020
      Specialist

      Awards and Certifications:- Best Trainee Award in the 01/19 Sniper Specialist Cadet Course- Best in Knowledge Award in the 01/19 Sniper Specialist Cadet Course

    • DSTA

      Mar 2021 - Jun 2021
      Modelling and Simulations Intern

      - Created simulation environments for Reinforcement Learning projects using the Unity Game Engine.- Trained Reinforcement Learning AI Agents for use in multi-stage AI system.

    • National University of Singapore

      Feb 2022 - May 2022
      Game Developer

      - Multilingual quiz game for tablet devices with automated logging to Google Spreadsheets. Made using the Unity Game Engine.

    • NUS Institute of Operations Research and Analytics (IORA)

      Mar 2022 - Dec 2023
      Research Assistant

      Project 1:- EDA, data visualisations and training forecasting models (PyTorch) in Python.Project 2:- Full Stack Development for machine learning powered dashboard. (React, Express, Typescript, S3, MySQL)- Implemented Multi-Arm Bandit algorithms in Python.- Deployment on cloud (AWS) and on-premises using Docker Compose.

    • IDEMIA

      May 2022 - Aug 2022
      Full Stack Intern

      - Developed POC orchestrator application in Java using the Apache Camel framework and Spring Boot.- Bug fixing and integration tests for various applications.

    • Global Innovation Catalyst LLC

      Jul 2023 - Aug 2023
      Intern

      - EDA on startup company data.

    • GovTech Singapore

      May 2024 - now
      Data Scientist

      - Finetuning pretrained multimodal encoder models on document classification task on AWS Sagemaker.- Applied few shot learning techniques on CLIP models for document image classification task.- Bash and python scripting for workflow automation and testing.

  • Licenses & Certifications